Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020

Multi-view network embedding with node similarity ensemble.

[BibT_eX]

[DOI]

World Wide Web, 2020

Latent correlation embedded discriminative multi-modal data fusion.

[BibT_eX]

[DOI]

Signal Process., 2020

Cross-spectral palmprint recognition with low-rank canonical correlation analysis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Attributed Heterogeneous Network Embedding for Link Prediction.

[BibT_eX]

[DOI]

Tingting Wang

Weiwei Yuan

Donghai Guan

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2020

Signed Network Embedding with Dynamic Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Deep Learning Preserving Renal Dialysis Treatment Recommendation.

[BibT_eX]

[DOI]

Chenyang Shi

Donghai Guan

Weiwei Yuan

Proceedings of the 2020 International Conference on Information Networking, 2020

Hard Disk Failure Prediction via Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Big Data and Security - Second International Conference, 2020

Semi-supervised Time Series Anomaly Detection Model Based on LSTM Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Big Data and Security - Second International Conference, 2020

S<sup>2</sup>AP: Sequential Senti-Weibo Analysis Platform.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

A Block-Level RNN Model for Resume Block Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Graph Representation Learning Using Attention Network.

[BibT_eX]

[DOI]

Proceedings of the Big Data - 8th CCF Conference, 2020

2019

An alternative to face image representation and classification.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2019

Graph kernel based link prediction for signed social networks.

[BibT_eX]

[DOI]

Inf. Fusion, 2019

Friend circle identification in ego network based on hybrid method.

[BibT_eX]

[DOI]

Int. J. Ad Hoc Ubiquitous Comput., 2019

Negative sign prediction for signed social networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

User behavior prediction via heterogeneous information preserving network embedding.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Cognitive Driven Multilayer Self-Paced Learning with Misclassified Samples.

[BibT_eX]

[DOI]

Qi Zhu

Ning Yuan

Donghai Guan

Complex., 2019

Sign Prediction on Unlabeled Social Networks Using Branch and Bound Optimized Transfer Learning.

[BibT_eX]

[DOI]

Complex., 2019

SWNF: Sign Prediction of Weak Ties Based on the Network Features.

[BibT_eX]

[DOI]

IEEE Access, 2019

Network Embedding via Link Strength Adjusted Random Walk.

[BibT_eX]

[DOI]

Chenliang Li

Donghai Guan

Weiwei Yuan

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2019

Active Sampling Based on MMD for Model Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Intelligent Communications, 2019

Improving Complex Network Controllability via Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Intelligent Communications, 2019

An Active Noise Correction Graph Embedding Method Based on Active Learning for Graph Noisy Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Intelligent Communications, 2019

Noise Reduction in Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Intelligent Communications, 2019

Tri-Level Cross-Domain Sign Prediction for Complex Network.

[BibT_eX]

[DOI]

Jiali Pang

Donghai Guan

Weiwei Yuan

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Learning Subgraph Structure with LSTM for Complex Network Link Prediction.

[BibT_eX]

[DOI]

Yun Han

Donghai Guan

Weiwei Yuan

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Socialized healthcare service recommendation using deep learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2018

Novel mislabeled training data detection algorithm.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2018

Classification with class noises through probabilistic sampling.

[BibT_eX]

[DOI]

Inf. Fusion, 2018

Improving Label Noise Filtering by Exploiting Unlabeled Data.

[BibT_eX]

[DOI]

IEEE Access, 2018

Deep Group Residual Convolutional CTC Networks for Speech Recognition.

[BibT_eX]

[DOI]

Kai Wang

Donghai Guan

Bohan Li

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

Research on Commodity Recommendation Algorithm Based on RFN.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

A Novel Feature Selection-Based Sequential Ensemble Learning Method for Class Noise Detection in High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

2017

Cost-sensitive elimination of mislabeled training data.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Anomaly Detection for Civil Aviation Pilots Using Step-Sensors.

[BibT_eX]

[DOI]

IEEE Access, 2017

Edge-Dual Graph Preserving Sign Prediction for Signed Social Networks.

[BibT_eX]

[DOI]

IEEE Access, 2017

Self-paced learning for multi-modal fusion for alzheimer's disease diagnosis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Improved label noise identification by exploiting unlabeled data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Community Preserving Sign Prediction for Weak Ties of Complex Networks.

[BibT_eX]

[DOI]

Kangya He

Donghai Guan

Weiwei Yuan

Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Systems, 2017

IoT Service Provider Recommender Model Using Trust Strength.

[BibT_eX]

[DOI]

Proceedings of the IoT as a Service - Third International Conference, 2017

Ensemble Learning and SMOTE Based Fault Diagnosis System in Self-Organizing Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Group Recommender Model Based on Preference Interaction.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

OS_Searching: Optimized Skeleton based Recommender Searching Mechanism for the Trust-Aware Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication, 2016

2015

Class Energy Image Analysis for Video Sensor-Based Gait Recognition: A Review.

[BibT_eX]

[DOI]

Sensors, 2015

Semi-supervised learning using frequent itemset and ensemble learning for SMS classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Data resource discovery model based on hybrid architecture in data grid environment.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

Skeleton Searching Strategy for Recommender Searching Mechanism of Trust-Aware Recommender Systems.

[BibT_eX]

[DOI]

Comput. J., 2015

Topological Similarity-Based Feature Selection for Graph Classification.

[BibT_eX]

[DOI]

Comput. J., 2015

2014

Detecting potential labeling errors for bioinformatics by multiple voting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

A Routing Algorithm based on Semi-supervised Learning for Cognitive Radio Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the SENSORNETS 2014 - Proceedings of the 3rd International Conference on Sensor Networks, Lisbon, Portugal, 7, 2014

Extract reputable users for trust-aware applications.

[BibT_eX]

[DOI]

Weiwei Yuan

Donghai Guan

Sungyoung Lee

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

A novel semi-supervised learning for SMS classification.

[BibT_eX]

[DOI]

Ishtiaq Ahmed

Donghai Guan

TaeChoong Chung

Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

2013

Replica creation strategy based on quantum evolutionary algorithm in data gird.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

More reputable recommenders give more accurate recommendations?

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

Class noise detection by multiple voting.

[BibT_eX]

[DOI]

Donghai Guan

Weiwei Yuan

Linshan Shen

Proceedings of the Ninth International Conference on Natural Computation, 2013

2012

An efficient distributed weather data sharing system based on agent.

[BibT_eX]

[DOI]

Int. Arab J. Inf. Technol., 2012

Efficient Searching Mechanism for Trust-Aware Recommender Systems Based on Scale-Freeness of Trust Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Trust, 2012

Efficient routing on finding recommenders for trust-aware recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012

2011

Towards Smart Homes Using Low Level Sensory Data.

[BibT_eX]

[DOI]

Sensors, 2011

Quantizing Personal Privacy in Ubiquitous Computing.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2011

The small-world trust network.

[BibT_eX]

[DOI]

Appl. Intell., 2011

Identifying mislabeled training data with the aid of unlabeled data.

[BibT_eX]

[DOI]

Appl. Intell., 2011

Initial training data selection for active learning.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

Socially interactive CDSS for u-life care.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

2010

Improved trust-aware recommender system using small-worldness of trust networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2010

ITARS: trust-aware recommender system using implicit trust networks.

[BibT_eX]

[DOI]

IET Commun., 2010

2009

Nearest neighbor editing aided by unlabeled data.

[BibT_eX]

[DOI]

Inf. Sci., 2009

Activity recognition with the aid of unlabeled samples.

[BibT_eX]

[DOI]

Donghai Guan

Young-Koo Lee

Sungyoung Lee

Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, 2009

Refining classifier from unsampled data.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2009, 2009

2008

Improving supervised learning performance by using fuzzy clustering method to select training data.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2008

Trust Management for Ubiquitous Healthcare.

[BibT_eX]

[DOI]

Weiwei Yuan

Donghai Guan

Sungyoung Lee

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008

Semi-supervised nearest neighbor editing.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Training data selection based on fuzzy c-means.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

2007

Devising a Context Selection-Based Reasoning Engine for Context-Aware Ubiquitous Computing Middleware.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

Activity Recognition Based on Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2007), 2007

Bayesian memory-based reputation system.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Mobile Multimedia Communications, 2007

A Novel Hybrid Neural Network for Data Clustering.

[BibT_eX]

Proceedings of the 2007 International Conference on Machine Learning; Models, 2007

A reputation system based on computing with words.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007

Context Selection and Reasoning in Ubiquitous Computing.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Conference on Intelligent Pervasive Computing, 2007

Combining Multi-layer Perceptron and K-Means for Data Clustering with Background Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007

2006

Finding Reliable Recommendations for Trust Model.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2006

A Context-Based Architecture for Reliable Trust Model in Ubiquitous Environments.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Networks, 2006

A Trust Model with Dynamic Decision Making for Ubiquitous Environments.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Networks, 2006

Filtering Out Unfair Recommendations for Trust Model in Ubiquitous Environments.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Security, Second International Conference, 2006

Using Fuzzy Decision Tree to Handle Uncertainty in Context Deduction.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence, 2006

A Dynamic Trust Model Based on Naive Bayes Classifier for Ubiquitous Environments.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing and Communications, 2006

A Context-Aware Music Recommendation Agent in Smart Office.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

2005

A Probabilistic Model for Music Recommendation Considering Audio Features.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2005

2004

A music recommender based on audio features.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Donghai Guan

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